{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "c84c8ae9-c88d-4059-ba2b-0f50f8af1c3c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "BGR1x1特征流形学习分析:\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Silhouette Score: 0.2985559403896332\n",
      "Davies-Bouldin Score: 1.1963988136034303\n",
      "HSV1x1特征流形学习分析:\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Silhouette Score: 0.41898104548454285\n",
      "Davies-Bouldin Score: 0.8543411696778255\n",
      "BGR3x3特征流形学习分析:\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Silhouette Score: 0.2893824577331543\n",
      "Davies-Bouldin Score: 1.1738208490987831\n",
      "HSV3x3特征流形学习分析:\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Silhouette Score: 0.3947294056415558\n",
      "Davies-Bouldin Score: 0.9816926122585962\n",
      "HOG特征流形学习分析:\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/crisi/miniconda3/envs/d2l/lib/python3.9/site-packages/sklearn/utils/validation.py:1339: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n",
      "  y = column_or_1d(y, warn=True)\n",
      "/home/crisi/miniconda3/envs/d2l/lib/python3.9/site-packages/sklearn/utils/validation.py:1339: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n",
      "  y = column_or_1d(y, warn=True)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Silhouette Score: -0.036553386598825455\n",
      "Davies-Bouldin Score: 5.403507598992144\n",
      "PCA3x3特征流形学习分析:\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Silhouette Score: 0.29307234287261963\n",
      "Davies-Bouldin Score: 1.1679866175107243\n",
      "DictL特征流形学习分析:\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Silhouette Score: -0.03857303410768509\n",
      "Davies-Bouldin Score: 3.5281679224439553\n"
     ]
    }
   ],
   "source": [
    "import torch\n",
    "import numpy as np\n",
    "from sklearn.manifold import TSNE\n",
    "import matplotlib.pyplot as plt\n",
    "from tqdm import tqdm\n",
    "from sklearn.metrics import silhouette_score, davies_bouldin_score\n",
    "\n",
    "# 数据准备\n",
    "target = 3\n",
    "data_name = ['0618', '0854', '1066'][target - 1]\n",
    "# 基于领域知识\n",
    "features_bgr1x1 = np.load(f'./Features/{data_name}_BGR1x1_featuers.npy')\n",
    "features_hsv1x1 = np.load(f'./Features/{data_name}_HSV1x1_features.npy')\n",
    "features_bgr3x3 = np.load(f'./Features/{data_name}_BGR3x3_featuers.npy')\n",
    "features_hsv3x3 = np.load(f'./Features/{data_name}_HSV3x3_features.npy')\n",
    "features_hog = np.load(f'./Features/{data_name}_HOG_featuers.npy')\n",
    "# 基于数据驱动\n",
    "features_pca = np.load(f'./Features/{data_name}_PCA3x3_features.npy')\n",
    "features_DicL = np.load(f'./Features/{data_name}_DictL_features.npy')\n",
    "\n",
    "# 标签文件加载\n",
    "labels_bgr1x1 = np.load(f'./Features/{data_name}_BGR1x1_labels.npy')\n",
    "labels_hsv1x1 = np.load(f'./Features/{data_name}_HSV1x1_labels.npy')\n",
    "labels_bgr3x3 = np.load(f'./Features/{data_name}_BGR3x3_labels.npy')\n",
    "labels_hsv3x3 = np.load(f'./Features/{data_name}_HSV3x3_labels.npy')\n",
    "labels_hog = np.load(f'./Features/{data_name}_HOG_labels.npy')\n",
    "labels_pca = np.load(f'./Features/{data_name}_PCA3x3_labels.npy')\n",
    "labels_DicL = np.load(f'./Features/{data_name}_DictL_labels.npy')\n",
    "\n",
    "# 将数据从 NumPy 转换为 PyTorch 张量，并将其转移到 GPU\n",
    "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
    "features_bgr1x1 = torch.tensor(features_bgr1x1, dtype=torch.float32, device=device)\n",
    "features_hsv1x1 = torch.tensor(features_hsv1x1, dtype=torch.float32, device=device)\n",
    "features_bgr3x3 = torch.tensor(features_bgr3x3, dtype=torch.float32, device=device)\n",
    "features_hsv3x3 = torch.tensor(features_hsv3x3, dtype=torch.float32, device=device)\n",
    "features_hog = torch.tensor(features_hog, dtype=torch.float32, device=device)\n",
    "features_pca = torch.tensor(features_pca, dtype=torch.float32, device=device)\n",
    "features_DicL = torch.tensor(features_DicL, dtype=torch.float32, device=device)\n",
    "\n",
    "# 标签转为PyTorch张量\n",
    "labels_bgr1x1 = torch.tensor(labels_bgr1x1, dtype=torch.int64, device=device)\n",
    "labels_hsv1x1 = torch.tensor(labels_hsv1x1, dtype=torch.int64, device=device)\n",
    "labels_bgr3x3 = torch.tensor(labels_bgr3x3, dtype=torch.int64, device=device)\n",
    "labels_hsv3x3 = torch.tensor(labels_hsv3x3, dtype=torch.int64, device=device)\n",
    "labels_hog = torch.tensor(labels_hog, dtype=torch.int64, device=device)\n",
    "labels_pca = torch.tensor(labels_pca, dtype=torch.int64, device=device)\n",
    "labels_DicL = torch.tensor(labels_DicL, dtype=torch.int64, device=device)\n",
    "\n",
    "def manifold_learning(features, n_components=2):\n",
    "    # 使用 t-SNE 进行流形学习（降维）\n",
    "    tsne = TSNE(n_components=n_components, random_state=42)\n",
    "    features_tsne = tsne.fit_transform(features.cpu().numpy())  # 转换为 CPU 上的 NumPy 数组\n",
    "    return features_tsne\n",
    "\n",
    "def plot_tsne(features_tsne, labels=None, title=\" \"):\n",
    "    plt.figure(figsize=(8, 6))\n",
    "    if labels is not None:\n",
    "        scatter = plt.scatter(features_tsne[:, 0], features_tsne[:, 1], c=labels, cmap='viridis')\n",
    "        plt.legend(*scatter.legend_elements(), title=\"Clusters\")\n",
    "    else:\n",
    "        plt.scatter(features_tsne[:, 0], features_tsne[:, 1], c='blue')\n",
    "    plt.xlabel('t-SNE Component 1')\n",
    "    plt.ylabel('t-SNE Component 2')\n",
    "    plt.savefig(f'./img/{data_name}_{title}_TSNE.png', bbox_inches='tight', pad_inches=0.1)\n",
    "    plt.show()\n",
    "\n",
    "# 计算轮廓系数和Davies-Bouldin指数\n",
    "def evaluate_tsne(features_tsne, labels):\n",
    "    # 计算轮廓系数\n",
    "    sil_score = silhouette_score(features_tsne, labels)\n",
    "    print(f\"Silhouette Score: {sil_score}\")\n",
    "    \n",
    "    # 计算Davies-Bouldin指数\n",
    "    db_score = davies_bouldin_score(features_tsne, labels)\n",
    "    print(f\"Davies-Bouldin Score: {db_score}\")\n",
    "\n",
    "# 基于领域知识进行流形学习可视化\n",
    "print(\"BGR1x1特征流形学习分析:\")\n",
    "features_tsne_bgr1x1 = manifold_learning(features_bgr1x1)\n",
    "plot_tsne(features_tsne_bgr1x1, labels=labels_bgr1x1.cpu().numpy(), title=\"BGR1x1\")\n",
    "evaluate_tsne(features_tsne_bgr1x1, labels_bgr1x1.cpu().numpy())\n",
    "\n",
    "print(\"HSV1x1特征流形学习分析:\")\n",
    "features_tsne_hsv1x1 = manifold_learning(features_hsv1x1)\n",
    "plot_tsne(features_tsne_hsv1x1, labels=labels_hsv1x1.cpu().numpy(), title=\"HSV1x1\")\n",
    "evaluate_tsne(features_tsne_hsv1x1, labels_hsv1x1.cpu().numpy())\n",
    "\n",
    "print(\"BGR3x3特征流形学习分析:\")\n",
    "features_tsne_bgr3x3 = manifold_learning(features_bgr3x3)\n",
    "plot_tsne(features_tsne_bgr3x3, labels=labels_bgr3x3.cpu().numpy(), title=\"BGR3x3\")\n",
    "evaluate_tsne(features_tsne_bgr3x3, labels_bgr3x3.cpu().numpy())\n",
    "\n",
    "print(\"HSV3x3特征流形学习分析:\")\n",
    "features_tsne_hsv3x3 = manifold_learning(features_hsv3x3)\n",
    "plot_tsne(features_tsne_hsv3x3, labels=labels_hsv3x3.cpu().numpy(), title=\"HSV3x3\")\n",
    "evaluate_tsne(features_tsne_hsv3x3, labels_hsv3x3.cpu().numpy())\n",
    "\n",
    "print(\"HOG特征流形学习分析:\")\n",
    "features_tsne_hog = manifold_learning(features_hog)\n",
    "plot_tsne(features_tsne_hog, labels=labels_hog.cpu().numpy(), title=\"HOG\")\n",
    "evaluate_tsne(features_tsne_hog, labels_hog.cpu().numpy())\n",
    "\n",
    "# 基于数据驱动进行流形学习可视化\n",
    "print(\"PCA3x3特征流形学习分析:\")\n",
    "features_tsne_pca = manifold_learning(features_pca)\n",
    "plot_tsne(features_tsne_pca, labels=labels_pca.cpu().numpy(), title=\"PCA3x3\")\n",
    "evaluate_tsne(features_tsne_pca, labels_pca.cpu().numpy())\n",
    "\n",
    "print(\"DictL特征流形学习分析:\")\n",
    "features_tsne_dicL = manifold_learning(features_DicL)\n",
    "plot_tsne(features_tsne_dicL, labels=labels_DicL.cpu().numpy(), title=\"DictL\")\n",
    "evaluate_tsne(features_tsne_dicL, labels_DicL.cpu().numpy())\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f258c5ef-72a2-4ac0-8c41-5aaad2976519",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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